منابع مشابه
Connectionist Learning Procedures
A major goal of research on networks of neuron-like processing units is to discover efficient learning procedures that allow these networks to construct complex internal representations of their environment. The learning procedures must be capable of modifying the connection strengths in such a way that internal units which are not part of the input or output come to represent important feature...
متن کاملUtilizing Connectionist Learning Procedures in Symbolic Case Retrieval Nets
This paper describes a method which, under certain circumstances, allows to automatically learn or adjust similarity measures. For this, ideas of connectionist learning procedures, in particular those related to Hebbian learning, are combined with a Case-Based Reasoning engine.
متن کاملConnectionist Learning Classifier System
Impetuous development of artificial neural networks makes it possible to transfer many ideas from this area into adjacent areas. This work investigates an opportunity of mapping learning classifier systems (LCS) into artificial neural networks (ANN). Possible learning types for hybrid connectionist classifier system (CLCS) for multi-step problems are derived. Transformation’s opportunity of the...
متن کاملComplex learning in connectionist networks
n Corresponding author at: IT4 Innovations, Center for Excellence, VSB-Technical neural network (connectionist network) design. In the literature, a number of such learning methods are available and are broadly classified as supervised, unsupervised and reinforcement learning. This special issue introduces novel complex learning procedures for handling different types of data in several applica...
متن کاملConnectionist Learning of Belief Networks
Neal, R.M., Connectionist learning of belief networks, Artificial Intelligence 56 (1992) 71-113. Connectionist learning procedures are presented for "sigmoid" and "noisy-OR" varieties of probabilistic belief networks. These networks have previously been seen primarily as a means of representing knowledge derived from experts. Here it is shown that the "Gibbs sampling" simulation procedure for s...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Artificial Intelligence
سال: 1989
ISSN: 0004-3702
DOI: 10.1016/0004-3702(89)90049-0